TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Natural Language Processing/Abstractive Text Summarization

Abstractive Text Summarization

41 benchmarks846 papers

Abstractive Text Summarization is the task of generating a short and concise summary that captures the salient ideas of the source text. The generated summaries potentially contain new phrases and sentences that may not appear in the source text.

<span class="description-source">Source: Generative Adversarial Network for Abstractive Text Summarization </span>

Image credit: Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond

Benchmarks

Abstractive Text Summarization on CNN / Daily Mail

ROUGE-1ROUGE-LROUGE-2

Abstractive Text Summarization on Abstractive Text Summarization from Il Post

ROUGE-1ROUGE-2ROUGE-LBERTScore

Abstractive Text Summarization on vietnews

Rouge-1Rouge-2Rouge-L

Abstractive Text Summarization on Abstractive Text Summarization from Fanpage

ROUGE-1ROUGE-2ROUGE-LBERTScore# Parameters

Abstractive Text Summarization on EDUsum

ROUGE-1ROUGE-2ROUGE-L

Abstractive Text Summarization on CNN/Daily Mail

ROUGE-1ROUGE-2ROUGE-L

Abstractive Text Summarization on MLSum-it

rouge1

Abstractive Text Summarization on WITS

ROUGE-1ROUGE-2ROUGE-LBERTScore

Abstractive Text Summarization on AESLC

ROUGE-1ROUGE-2ROUGE-L

Abstractive Text Summarization on How2 300h

ROUGE-L

Abstractive Text Summarization on Inshorts News

ROUGE

Abstractive Text Summarization on MLSUM de

METEOR

Abstractive Text Summarization on MLSUM es

METEOR

Abstractive Text Summarization on MTS

ROUGE-1

Abstractive Text Summarization on PLOS

Test ROGUE-1

Abstractive Text Summarization on RASG

ROUGE-1

Abstractive Text Summarization on WikiHow

Content F1ROUGE-1ROUGE-2ROUGE-L

Abstractive Text Summarization on eLife

Test ROGUE-1